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测验同质性系数及其区间估计
  • ISSN号:0439-755X
  • 期刊名称:《心理学报》
  • 时间:0
  • 分类:B841[哲学宗教—基础心理学;哲学宗教—心理学]
  • 作者机构:[1]江西师范大学心理学院,南昌330022, [2]华南师范大学心理应用研究中心,广州510631
  • 相关基金:国家自然科学基金项目(31271116)、教育部人文社会科学重点研究基地项目(11JJDl90005)和教育部人文社会科学研究青年基金项目(12YJC190031)资助.
中文摘要:

在决定将多维测验分数合并成测验总分时,应当考虑测验同质性。如果同质性太低,合成总分没有什么意义。同质性高低可以用同质性系数来衡量。用来计算同质性系数的模型是近年来受到关注的双因子模型(既有全局因子又有局部因子),测验的同质性系数定义为测验分数方差中全局因子分数方差所占的比例。本文用Delta法推导出计算同质性系数的标准误公式,进而计算其置信区间。提供了简单的计算同质性系数及其置信区间的程序。用一个例子说明如何估计同质性系数及其置信区间,通过模拟比较了用Delta法和用Bootstrap法计算的置信区间,发现两者差异很小。

英文摘要:

Multidimensional tests are frequently applied to the studies of psychology, education, society and management. Before aggregating all item scores to form a composite score of a multidimensional test, we should consider the homogeneity of the test. Homogeneity coefficient which reflects the extent that all test items measure the same trait can be employed to evaluate test homogeneity. If homogeneity coefficient is low, the composite score is meaningless and cannot be used for further analyses. Homogeneity coefficient is the proportion of variability in composite score that is accounted for by the general factor, which is viewed as common to all items. Any multidimensional test can be represented by a bifactor model that contains a general factor and local factors. Hence homogeneity coefficient can be calculated based on a bifactor model. A unidimensional test with positively worded items and negatively worded items can also be represented by a bifactor model, where the assessed construct is the general factor and method factors are local factors. The confidence interval of homogeneity coefficient provides more information than its point estimate. There are three approaches to estimate the confidence interval of composite reliability: Bootstrap method, Delta method and direct use of the standard error generated from an SEM software output (e.g., LISREL). It has been found that the interval estimates that obtained by Delta method and Bootstrap method were almost the same, whereas the results obtained by LISREL software and by Bootstrap method had large differences. Delta method was recommended when estimating the confidence interval of composite reliability. In order to compute the confidence interval of homogeneity coefficient, we deduced a formula by using Delta method for computing the standard error of homogeneity coefficient. Based on the standard error, the confidence interval can be obtained easily. We used an example to illustrate how to calculate homogeneity coefficient and its confidence interval

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期刊信息
  • 《心理学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国心理学会 中国科学院心理研究所
  • 主编:张侃
  • 地址:北京市朝阳区林萃路16号院
  • 邮编:100101
  • 邮箱:xuebao@psych.ac.cn
  • 电话:010-64850861
  • 国际标准刊号:ISSN:0439-755X
  • 国内统一刊号:ISSN:11-1911/B
  • 邮发代号:82-12
  • 获奖情况:
  • 国内外数据库收录:
  • 日本日本科学技术振兴机构数据库,中国中国人文社科核心期刊,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国国家哲学社会科学学术期刊数据库,中国北大核心期刊(2000版)
  • 被引量:33136